Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004819

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005100

distance 0.104

#2 · Chandrapurcell 4730004722

distance 0.155

#3 · Chandrapurcell 4730004907

distance 0.161

#4 · Chandrapurcell 4730004723

distance 0.167

#5 · Nagpurcell 4840001019

distance 0.167 · cross-district

#6 · Nagpurcell 4840000954

distance 0.168 · cross-district

#7 · Nagpurcell 4840001160

distance 0.172 · cross-district

#8 · Nagpurcell 4840000957

distance 0.172 · cross-district

#9 · Nagpurcell 4840000958

distance 0.173 · cross-district

#10 · Chandrapurcell 4730005099

distance 0.176

#11 · Chandrapurcell 4730004912

distance 0.177

#12 · Chandrapurcell 4730004725

distance 0.179

#13 · Chandrapurcell 4730005007

distance 0.179

#14 · Chandrapurcell 4730004631

distance 0.181

#15 · Chandrapurcell 4730005003

distance 0.181

#16 · Chandrapurcell 4730004630

distance 0.185

#17 · Nagpurcell 4840000959

distance 0.186 · cross-district

#18 · Chandrapurcell 4730004817

distance 0.186

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730004819}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.